{"id":"https://openalex.org/W2174333753","doi":"https://doi.org/10.1109/fuzz-ieee.2015.7337871","title":"Revisiting KM algorithms: A Linear Programming approach","display_name":"Revisiting KM algorithms: A Linear Programming approach","publication_year":2015,"publication_date":"2015-08-01","ids":{"openalex":"https://openalex.org/W2174333753","doi":"https://doi.org/10.1109/fuzz-ieee.2015.7337871","mag":"2174333753"},"language":"en","primary_location":{"id":"doi:10.1109/fuzz-ieee.2015.7337871","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2015.7337871","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5010725194","display_name":"Tufan Kumbasar","orcid":"https://orcid.org/0000-0001-9366-0240"},"institutions":[{"id":"https://openalex.org/I48912391","display_name":"Istanbul Technical University","ror":"https://ror.org/059636586","country_code":"TR","type":"education","lineage":["https://openalex.org/I48912391"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Tufan Kumbasar","raw_affiliation_strings":["The Control and Automation Engineering Department, Istanbul Technical University, Istanbul, Turkey"],"affiliations":[{"raw_affiliation_string":"The Control and Automation Engineering Department, Istanbul Technical University, Istanbul, Turkey","institution_ids":["https://openalex.org/I48912391"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5010725194"],"corresponding_institution_ids":["https://openalex.org/I48912391"],"apc_list":null,"apc_paid":null,"fwci":1.3371,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.86452625,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10050","display_name":"Multi-Criteria Decision Making","score":0.9952999949455261,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12135","display_name":"Fuzzy Systems and Optimization","score":0.9944000244140625,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/linear-programming","display_name":"Linear programming","score":0.6803078651428223},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5406659841537476},{"id":"https://openalex.org/keywords/centroid","display_name":"Centroid","score":0.5296338200569153},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4950689375400543},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.48136264085769653},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.47928541898727417},{"id":"https://openalex.org/keywords/nonlinear-programming","display_name":"Nonlinear programming","score":0.4593845009803772},{"id":"https://openalex.org/keywords/type","display_name":"Type (biology)","score":0.4466354250907898},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.4250010550022125},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.42000892758369446},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3810994625091553},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2313806116580963}],"concepts":[{"id":"https://openalex.org/C41045048","wikidata":"https://www.wikidata.org/wiki/Q202843","display_name":"Linear programming","level":2,"score":0.6803078651428223},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5406659841537476},{"id":"https://openalex.org/C146599234","wikidata":"https://www.wikidata.org/wiki/Q511093","display_name":"Centroid","level":2,"score":0.5296338200569153},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4950689375400543},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.48136264085769653},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.47928541898727417},{"id":"https://openalex.org/C115527620","wikidata":"https://www.wikidata.org/wiki/Q769909","display_name":"Nonlinear programming","level":3,"score":0.4593845009803772},{"id":"https://openalex.org/C2777299769","wikidata":"https://www.wikidata.org/wiki/Q3707858","display_name":"Type (biology)","level":2,"score":0.4466354250907898},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.4250010550022125},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.42000892758369446},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3810994625091553},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2313806116580963},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/fuzz-ieee.2015.7337871","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2015.7337871","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","raw_type":"proceedings-article"},{"id":"pmh:oai:polen.itu.edu.tr:11527/67979","is_oa":false,"landing_page_url":"https://hdl.handle.net/11527/67979","pdf_url":null,"source":{"id":"https://openalex.org/S4306400460","display_name":"Istanbul Technical University Academic Open Archive (Istanbul Technical University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I48912391","host_organization_name":"Istanbul Technical University","host_organization_lineage":["https://openalex.org/I48912391"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1967956032","https://openalex.org/W1978838873","https://openalex.org/W1983658296","https://openalex.org/W2021429464","https://openalex.org/W2026533250","https://openalex.org/W2027029507","https://openalex.org/W2094760805","https://openalex.org/W2101135643","https://openalex.org/W2103232511","https://openalex.org/W2106127254","https://openalex.org/W2109816400","https://openalex.org/W2125631815","https://openalex.org/W2128251760","https://openalex.org/W2134306672","https://openalex.org/W2143760316","https://openalex.org/W2145416734","https://openalex.org/W2154186319","https://openalex.org/W2156577211","https://openalex.org/W2162706466","https://openalex.org/W2165396372","https://openalex.org/W4247266545","https://openalex.org/W6645122796"],"related_works":["https://openalex.org/W2381926679","https://openalex.org/W2007009951","https://openalex.org/W2082644203","https://openalex.org/W2350539780","https://openalex.org/W3165040664","https://openalex.org/W3122652148","https://openalex.org/W1583866266","https://openalex.org/W4242386713","https://openalex.org/W2996505764","https://openalex.org/W2130484549"],"abstract_inverted_index":{"Computing":[0],"the":[1,49,72,75,92,95,98,102,107,110,116,122,174,209,221,224,232],"centroid":[2],"and":[3,12,68,97,121,143,164,234],"performing":[4],"Type":[5],"Reduction":[6],"(TR)":[7],"for":[8],"type-2":[9,161],"fuzzy":[10,162],"sets":[11,163],"systems":[13,165],"are":[14,37,44],"operations":[15,36,61],"that":[16,85,194],"must":[17],"be":[18,83,113,125,156,188,192,201],"taken":[19],"into":[20,62],"consideration.":[21],"Karnik-Mendel":[22],"Algorithms":[23],"(KMAs)":[24],"have":[25,216],"been":[26,217],"usually":[27],"employed":[28],"to":[29,178,219,231],"perform":[30],"these":[31,35,60,150],"operations.":[32],"In":[33,54],"KMAs,":[34,179],"defined":[38,103],"as":[39,203],"nonlinear":[40],"optimization":[41],"problems":[42,67],"which":[43,140],"solved":[45],"iteratively":[46],"by":[47,171],"finding":[48],"optimal":[50],"Switching":[51],"Points":[52],"(SPs).":[53],"this":[55,195],"study,":[56],"we":[57],"will":[58,82,112,124,131,155,187,191],"transform":[59],"Linear":[63,77],"Fractional":[64],"Programming":[65,78],"(LFP)":[66],"solve":[69],"them":[70],"with":[71],"aids":[73],"of":[74,94,101,109,118,176,206,208,223],"well-developed":[76],"(LP)":[79],"theory.":[80],"It":[81,190],"shown":[84],"there":[86],"exists":[87],"a":[88,127,180,204],"direct":[89],"relationship":[90],"between":[91],"SPs":[93,111],"KMAs":[96],"solution":[99],"vectors":[100],"LFP":[104,119,128,177],"problems.":[105],"Thus,":[106,149],"meaning":[108],"revealed":[114],"in":[115,159,166,229],"framework":[117],"theory":[120],"KMA":[123,210,233],"connected":[126],"method.":[129],"We":[130],"then":[132],"present":[133],"two":[134],"novel":[135],"LP":[136,147,151,183,196,225],"based":[137,152,184,197,226],"TR":[138,153,185,198,227],"methods":[139,154],"only":[141],"use":[142],"employ":[144],"basic":[145],"built-in":[146],"functions.":[148],"very":[157],"helpful":[158],"employing":[160],"different":[167],"programming":[168],"languages.":[169],"Moreover,":[170],"taking":[172],"account":[173],"connection":[175],"computationally":[181],"efficient":[182],"method":[186,199,228],"proposed.":[189],"proven":[193],"can":[200],"seen":[202],"kind":[205],"variation":[207],"(or":[211],"vice":[212],"versa).":[213],"Simulation":[214],"results":[215],"presented":[218],"show":[220],"superiority":[222],"comparison":[230],"Enhanced":[235],"KMA.":[236]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2}],"updated_date":"2026-03-06T13:50:29.536080","created_date":"2025-10-10T00:00:00"}
